Connectionists: NEURAL COMPUTATION - January 1, 2022

[Terry Sejnowski]

Neural Computation - Volume 34, Number 1 - January 1, 2022

available online for download now:
http://www.mitpressjournals.org/toc/neco/34/1
http://cognet.mit.edu/content/neural-computation

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Review

Predictive Coding, Variational Autoencoders, and Biological Connections
Joseph Marino

Article

Confidence-controlled Hebbian Learning Efficiently Extracts Category Membership
>From Stimuli Encoded in View of a Categorization Task
Kevin Berlemont, Jean-Pierre Nadal, and Christopher Summerfield

Letters

Traveling Waves in Quasi One-dimensional Neuronal Minicolumns
Vincent Baker, Luis Cruz

Bridging the Functional and Wiring Properties of V1 Neurons Through Sparse Coding
Xiaolin Hu, Zhigang Zeng

Modeling the Ventral and Dorsal Cortical Visual Pathways Using Artificial Neural Networks
Zhixian Han, Anne B. Sereno

Towards a Brain-inspired Developmental Neural Network Based on Dendritic Spine Dynamics
Feifei Zhao, Yi Zeng, and Jun Bai

Spatial Attention Enhances Crowded Stimulus Encoding Across Modeled Receptive Fields
by Increasing Redundancy of Feature Representations
Justin Theiss, Joel Donald Bowen, and Michael Andrew Silver

A Double-Layer Multi-Resolution Classification Model for Decoding
Spatio-Temporal Patterns of Spikes With Small Sample Size
Xiwei She, Theodore W Berger, and Dong Song

Neural Networks With Disabilities: An Introduction to Complementary Artificial Intelligence
Vagan Terziyan, Olena Kaikova

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